Profile

Name: Endo Yuki

Assistant Professor
Computational Geometry and Graphics Lab,
Faculty of Engineering, Information and Systems,
University of Tsukuba

E-mail: endo(AT)cs.tsukuba.ac.jp

Research Interest

Computer graphics, image synthesis and editing techniques, image recognition, spatio-temporal data mining, and deep learning.

Selected Projects

Deep Reverse Tone Mapping (SIGGRAPH ASIA 2017)(Project)
Transferring pose and augmenting background for deep human-image parsing and its applications (Computational Visual Media, PG2017)(Project)
Predicting Destinations from Partial Trajectories Using Recurrent Neural Network (PAKDD 2017)[PDF (author-created version)]
DeepProp: Extracting Deep Features from a Single Image for Edit Propagation (Eurographics 2016)(Project)
Single Image Weathering via Exemplar Propagation (Eurographics 2016)(Project)
Deep Feature Extraction from Trajectories for Transportation Mode Estimation (PAKDD 2016)[PDF (author-created version)]
Efficient Depth Propagation for Constructing a Layered Depth Image from a Single Image (Pacific Graphics 2014)(Project)
Object Repositioning Based on the Perspective in a Single Image (Computer Graphics Forum) (Project)
Matting and Compositing for Fresnel Reflection on Wavy Surfaces (Eurographics Symposium on Rendering 2012)(Project)
Weathering effects with geometric details for images (Computer Graphics International 2011)(Project)
An Interactive Design System for Pop-Up Cards with a Physical Simulation (Computer Graphics International 2011)(Project)
An Interactive Design System for Water Flow Stains on Outdoor Images (Smart Graphics 2010)
(Project)

Publications

Journals:
  1. Takazumi Kikuchi, Yuki Endo, Yoshihiro Kanamori, Taisuke Hashimoto, and Jun Mitani, "Transferring pose and augmenting background for deep human-image parsing and its applications," Journal of Computational Visual Media, 12 pages, 2018. [PDF, Supplemental material (open access)]
  2. Yan Zhao, Yuki Endo, Yoshihiro Kanamori, Jun Mitani: "Approximating 3D Surfaces using Generalized Waterbomb Tessellations," Journal of Computational Design and Engineering, 2018. (ESCI, Accepted) https://doi.org/10.1016/j.jcde.2018.01.002
  3. Shuhei Yamamoto, Yuki Endo, Hiroyuki Toda, "Near-miss Event Detection Method from Drive Record Data Using Video and Sensor Signal," IPSJ Transactions on Databases (in Japanese), 10(4), pp.26-30, December 2017.
  4. Yuki Endo, Yoshihiro Kanamori, Jun Mitani: "Deep Reverse Tone Mapping," ACM Transactions on Graphics (Proc. of SIGGRAPH ASIA 2017), 36, 6, pp.177:1-177:10, November 2017.
  5. Emi Miyamoto, Yuki Endo, Yoshihiro Kanamori, Jun Mitani: "Semi-Automatic Conversion of 3D Shape into Flat-Foldable Polygonal Model," Computer graphics Forum (Proc. of Pacific Graphics 2017), 10 pages, October 2017.
  6. Yoshiaki Takimoto, Kyosuke Nishida, Yuki Endo, Hiroyuki Toda, Hiroshi Sawada, and Yoshiharu Ishikawa, "Time-Aware Personalized Destination Prediction," IEICE Transactions on Information and Systems (Japanese Edition), D, Vol. J100-D, No. 4, pp. 472-484, April 2017.
  7. Yuki Endo, Hiroyuki Toda, Kyosuke Nishida, and Jotaro Ikedo: "Classifying spatial trajectories using representation learning," International Journal of Data Science and Analytics, Volume 2, Issue 3, pp.107-117, 2016.
  8. Yuki Endo, Satoshi Iizuka, Yoshihiro Kanamori, and Jun Mitani, "DeepProp: Extracting Deep Features from a Single Image for Edit Propagation," Computer Graphics Forum (Proc. of Eurographics 2016), May 9-13, 2016.
  9. Satoshi Iizuka, Yuki Endo, Yoshihiro Kanamori, Jun Mitani:"Single Image Weathering via Exemplar Propagation," Computer Graphics Forum (Proc. of Eurographics 2016), May 9-13, 2016.
  10. Makoto Kawano, Yuki Endo, Hiroyuki Toda, Yoshimasa Koike, Ueda Kazuhiro, "Feature Extraction from Movement Trajectories Using Recursive Autoencoder," DBSJ Japanese Journal, Vol.14, 2016,
  11. Yuki Endo, Hiroyuki Toda, Yoshimasa Koike: "Feature Extraction from GPS logs for Transportation Mode Estimation Using Representation Learning," IPSJ Transactions on Databases (in Japanese), 8(3),12-23, September 30, 2015.
  12. Yuki Endo, Yoshihiro Kanmori, Jun Mitani, Yukio Fukui: "A Design System for Water Flow Stain Images Using Particle Simulation," Journal of Information Processing Society of Japan (in Japanese), Vol.56, No.3, pp.1049-1058, 2015.
  13. Satoshi, Iizuka, Yuki Endo, Masaki Hirose, Yoshihiro Kanamori, Jun Mitani and Yukio Fukui: "Object Repositioning Based on the Perspective in a Single Image," Computer Graphics Forum, Volume 33, Issue 8, pages 157-166, Dec. 2014. (presented at EUROGRAPHICS 2015)
  14. Satoshi, Iizuka, Yuki Endo, Yoshihiro Kanamori, Jun Mitani and Yukio Fukui: "Efficient Depth Propagation for Constructing a Layered Depth Image from a Single Image," Computer Graphics Forum (Proc. of Pacific Graphics 2014), Volume 33, Issue 7, pages 279-288, Oct. 2014.(acceptance rate: 20%)
  15. Yuki Endo, Yoshihiro Kanamori, Yukio Fukui and Jun Mitani: "Matting and Compositing for Fresnel Reflection on Wavy Surfaces," Computer Graphics Forum (Proc. of Eurographics Symposium on Rendering 2012), Vol. 31, No. 4, pp. 1435-1443, 2012. (acceptance rate: 30%) [PDF (2.1MB)] [PPTX (18.6MB, without movies)] [Movie (24.4MB)] [BibTex]
  16. Satoshi Iizuka, Yuki Endo, Jun Mitani, Yoshihiro Kanamori, Yukio Fukui: "An Interactive Design System for Pop-Up Cards with a Physical Simulation," The Visual Computer (Proc. of Computer Graphics International 2011), Volume 27, Issue 6, 605-612, 2011. (acceptance rate: 16%)
Conferences:
  1. Takazumi Kikuchi, Yuki Endo, Yoshihiro Kanamori, Jun Mitani: "Transferring Pose and Augmenting Background Variation for Deep Human Image Parsing," In Proc. of Pacific Graphics 2017, short paper, 6 pages, October 2017.
  2. Taisuke Hashimoto, Yoshihiro Kanamori, Yuki Endo, Jun Mitani: "Improving Bivariate BRDF Acquisition by Optimizing Light Directions,” In Proc. of Pacific Graphics 2017, poster, 2 pages, October 2017.
  3. Peng Wang, Yoshihiro Kanamori, Yuki Endo, and Jun Mitani, "Body-shape Transfer for Super Deformation of 3D Character Models," In Proc. of NICOGRAPH International 2017, 7 pages, June 2-3, Kyoto, 2017. (Best Paper Award)
  4. Yuki Endo, Kyosuke Nishida, Hiroyuki Toda, and Hiroshi Sawada, "Predicting Destinations from Partial Trajectories Using Recurrent Neural Network," in Proceedings of the 21st Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2017), pp.160-172, Korea, May 2017. (full paper, 28%), https://doi.org/10.1007/978-3-319-57454-7_13
  5. Shinichi Tanaka, Yuki Endo, Yoshihiro Kanamori, Jun Mitani : "A generation method of origami model for CG," International Conference on Mathematical Modeling and Applications 2016'Origami-Based Modeling and Analysis', Tokyo, Univ. of Meiji, Nov. 9-12, 2016. (Poster Award)
  6. Yuki Endo, Hiroyuki Toda, Kyosuke Nishida, Akihisa Kawanobe: "Deep Feature Extraction from Trajectories for Transportation Mode Estimation," In Proc. of PAKDD2016, April 19-2. (long oral presentation, 12.7%), https://doi.org/10.1007/978-3-319-31750-2_5
  7. Yuki Endo, Hiroyuki Toda, Yoshimasa Koike: "What’s Hot in The Theme: Query Dependent Emerging Topic Extraction from Social Streams," In Proc. of World Wide Web 2015 Companion, pp.31-32, Florence, May 2015. (acceptance rate: 30%)
  8. Yuki Endo, Yoshihiro Kanamori, Jun Mitani, Yukio Fukui: "Weathering effects with geometric details for images," In Proc. of Computer Graphics International 2011, s-24 pp.1-4, 2011-6.
  9. Yuki Endo, Yoshihiro Kanamori, Jun Mitani, Yukio Fukui: "An Interactive Design System for Water Flow Stains on Outdoor Images," In Proc. of smart graphics 2010, 2010-6.